Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 10 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 KiB |
| Average record size in memory | 160.0 B |
Variable types
| TimeSeries | 14 |
|---|---|
| Numeric | 5 |
Timeseries statistics
| Number of series | 14 |
|---|---|
| Time series length | 10 |
| Starting point | 1746547320000 |
| Ending point | 1746547860000 |
| Period | 60000 |
close is highly overall correlated with high and 12 other fields | High correlation |
high is highly overall correlated with close and 12 other fields | High correlation |
low is highly overall correlated with close and 12 other fields | High correlation |
macd_7 is highly overall correlated with close and 12 other fields | High correlation |
macdhist_7 is highly overall correlated with rsi_60 | High correlation |
macdsignal_7 is highly overall correlated with close and 12 other fields | High correlation |
obv_7 is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 12 other fields | High correlation |
rsi_14 is highly overall correlated with rsi_7 | High correlation |
rsi_21 is highly overall correlated with close and 12 other fields | High correlation |
rsi_60 is highly overall correlated with macdhist_7 and 1 other fields | High correlation |
rsi_7 is highly overall correlated with close and 14 other fields | High correlation |
sma_14 is highly overall correlated with close and 12 other fields | High correlation |
sma_21 is highly overall correlated with close and 12 other fields | High correlation |
sma_60 is highly overall correlated with close and 12 other fields | High correlation |
sma_7 is highly overall correlated with close and 12 other fields | High correlation |
target is highly overall correlated with close and 12 other fields | High correlation |
volume is highly overall correlated with obv_7 | High correlation |
window_start_ms is highly overall correlated with close and 12 other fields | High correlation |
window_start_ms is non stationary | Non stationary |
low is non stationary | Non stationary |
target is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
sma_14 is uniformly distributed | Uniform |
sma_60 is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
target has unique values | Unique |
volume has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv_7 has unique values | Unique |
Reproduction
| Analysis started | 2025-05-16 16:01:17.631805 |
|---|---|
| Analysis finished | 2025-05-16 16:01:24.959045 |
| Duration | 7.33 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7465476 × 1012 |
|---|---|
| Minimum | 1.7465473 × 1012 |
| Maximum | 1.7465479 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 1.7465473 × 1012 |
|---|---|
| 5-th percentile | 1.7465473 × 1012 |
| Q1 | 1.7465475 × 1012 |
| median | 1.7465476 × 1012 |
| Q3 | 1.7465477 × 1012 |
| 95-th percentile | 1.7465478 × 1012 |
| Maximum | 1.7465479 × 1012 |
| Range | 540000 |
| Interquartile range (IQR) | 270000 |
Descriptive statistics
| Standard deviation | 181659.02 |
|---|---|
| Coefficient of variation (CV) | 1.0401035 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7465476 × 1012 |
| Median Absolute Deviation (MAD) | 150000 |
| Skewness | 0 |
| Sum | 1.7465476 × 1013 |
| Variance | 3.3 × 1010 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585319816 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74654732 × 1012 | 1 | |
| 1.74654738 × 1012 | 1 | |
| 1.74654744 × 1012 | 1 | |
| 1.7465475 × 1012 | 1 | |
| 1.74654756 × 1012 | 1 | |
| 1.74654762 × 1012 | 1 | |
| 1.74654768 × 1012 | 1 | |
| 1.74654774 × 1012 | 1 | |
| 1.7465478 × 1012 | 1 | |
| 1.74654786 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74654732 × 1012 | 1 | |
| 1.74654738 × 1012 | 1 | |
| 1.74654744 × 1012 | 1 | |
| 1.7465475 × 1012 | 1 | |
| 1.74654756 × 1012 | 1 | |
| 1.74654762 × 1012 | 1 | |
| 1.74654768 × 1012 | 1 | |
| 1.74654774 × 1012 | 1 | |
| 1.7465478 × 1012 | 1 | |
| 1.74654786 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74654786 × 1012 | 1 | |
| 1.7465478 × 1012 | 1 | |
| 1.74654774 × 1012 | 1 | |
| 1.74654768 × 1012 | 1 | |
| 1.74654762 × 1012 | 1 | |
| 1.74654756 × 1012 | 1 | |
| 1.7465475 × 1012 | 1 | |
| 1.74654744 × 1012 | 1 | |
| 1.74654738 × 1012 | 1 | |
| 1.74654732 × 1012 | 1 |
ACF and PACF
open
Numeric time series
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94491.48 |
|---|---|
| Minimum | 94413.8 |
| Maximum | 94537 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94413.8 |
|---|---|
| 5-th percentile | 94422.44 |
| Q1 | 94442.5 |
| median | 94517.95 |
| Q3 | 94532.075 |
| 95-th percentile | 94537 |
| Maximum | 94537 |
| Range | 123.2 |
| Interquartile range (IQR) | 89.575 |
Descriptive statistics
| Standard deviation | 50.33792 |
|---|---|
| Coefficient of variation (CV) | 0.00053272444 |
| Kurtosis | -1.8035692 |
| Mean | 94491.48 |
| Median Absolute Deviation (MAD) | 19.05 |
| Skewness | -0.51800068 |
| Sum | 944914.8 |
| Variance | 2533.9062 |
| Monotonicity | Decreasing |
| Augmented Dickey-Fuller test p-value | 0 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94537 | 2 | |
| 94532 | 2 | |
| 94532.1 | 1 | |
| 94503.9 | 1 | |
| 94456 | 1 | |
| 94438 | 1 | |
| 94433 | 1 | |
| 94413.8 | 1 |
| Value | Count | Frequency (%) |
| 94413.8 | 1 | |
| 94433 | 1 | |
| 94438 | 1 | |
| 94456 | 1 | |
| 94503.9 | 1 | |
| 94532 | 2 | |
| 94532.1 | 1 | |
| 94537 | 2 |
| Value | Count | Frequency (%) |
| 94537 | 2 | |
| 94532.1 | 1 | |
| 94532 | 2 | |
| 94503.9 | 1 | |
| 94456 | 1 | |
| 94438 | 1 | |
| 94433 | 1 | |
| 94413.8 | 1 |
ACF and PACF
high
Numeric time series
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94499.33 |
|---|---|
| Minimum | 94433 |
| Maximum | 94537 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94433 |
|---|---|
| 5-th percentile | 94435.25 |
| Q1 | 94465.025 |
| median | 94518 |
| Q3 | 94532.1 |
| 95-th percentile | 94537 |
| Maximum | 94537 |
| Range | 104 |
| Interquartile range (IQR) | 67.075 |
Descriptive statistics
| Standard deviation | 42.388889 |
|---|---|
| Coefficient of variation (CV) | 0.00044856285 |
| Kurtosis | -1.3296822 |
| Mean | 94499.33 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | -0.71421368 |
| Sum | 944993.3 |
| Variance | 1796.8179 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 2.87606673 × 10-24 |
Histogram with fixed size bins (bins=7)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94532.1 | 3 | |
| 94537 | 2 | |
| 94503.9 | 1 | 10.0% |
| 94456 | 1 | 10.0% |
| 94438 | 1 | 10.0% |
| 94433 | 1 | 10.0% |
| 94492.1 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 94433 | 1 | 10.0% |
| 94438 | 1 | 10.0% |
| 94456 | 1 | 10.0% |
| 94492.1 | 1 | 10.0% |
| 94503.9 | 1 | 10.0% |
| 94532.1 | 3 | |
| 94537 | 2 |
| Value | Count | Frequency (%) |
| 94537 | 2 | |
| 94532.1 | 3 | |
| 94503.9 | 1 | 10.0% |
| 94492.1 | 1 | 10.0% |
| 94456 | 1 | 10.0% |
| 94438 | 1 | 10.0% |
| 94433 | 1 | 10.0% |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94478.87 |
|---|---|
| Minimum | 94413.8 |
| Maximum | 94536.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94413.8 |
|---|---|
| 5-th percentile | 94413.8 |
| Q1 | 94433 |
| median | 94481.1 |
| Q3 | 94532 |
| 95-th percentile | 94534.695 |
| Maximum | 94536.9 |
| Range | 123.1 |
| Interquartile range (IQR) | 99 |
Descriptive statistics
| Standard deviation | 53.284062 |
|---|---|
| Coefficient of variation (CV) | 0.00056397861 |
| Kurtosis | -2.1593005 |
| Mean | 94478.87 |
| Median Absolute Deviation (MAD) | 50.9 |
| Skewness | -0.084274477 |
| Sum | 944788.7 |
| Variance | 2839.1912 |
| Monotonicity | Decreasing |
| Augmented Dickey-Fuller test p-value | 0.3751026612 |
Histogram with fixed size bins (bins=6)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94532 | 3 | |
| 94433 | 2 | |
| 94413.8 | 2 | |
| 94536.9 | 1 | 10.0% |
| 94503.8 | 1 | 10.0% |
| 94458.4 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 94413.8 | 2 | |
| 94433 | 2 | |
| 94458.4 | 1 | 10.0% |
| 94503.8 | 1 | 10.0% |
| 94532 | 3 | |
| 94536.9 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 94536.9 | 1 | 10.0% |
| 94532 | 3 | |
| 94503.8 | 1 | 10.0% |
| 94458.4 | 1 | 10.0% |
| 94433 | 2 | |
| 94413.8 | 2 |
ACF and PACF
close
Numeric time series
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94487.27 |
|---|---|
| Minimum | 94413.9 |
| Maximum | 94536.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94413.9 |
|---|---|
| 5-th percentile | 94422.54 |
| Q1 | 94443.2 |
| median | 94498 |
| Q3 | 94532.075 |
| 95-th percentile | 94534.74 |
| Maximum | 94536.9 |
| Range | 123 |
| Interquartile range (IQR) | 88.875 |
Descriptive statistics
| Standard deviation | 47.546703 |
|---|---|
| Coefficient of variation (CV) | 0.0005032075 |
| Kurtosis | -1.6768517 |
| Mean | 94487.27 |
| Median Absolute Deviation (MAD) | 36.5 |
| Skewness | -0.38759378 |
| Sum | 944872.7 |
| Variance | 2260.689 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 2.160887803 × 10-28 |
Histogram with fixed size bins (bins=9)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94532.1 | 2 | |
| 94536.9 | 1 | |
| 94532 | 1 | |
| 94503.9 | 1 | |
| 94458.5 | 1 | |
| 94438.1 | 1 | |
| 94433.1 | 1 | |
| 94413.9 | 1 | |
| 94492.1 | 1 |
| Value | Count | Frequency (%) |
| 94413.9 | 1 | |
| 94433.1 | 1 | |
| 94438.1 | 1 | |
| 94458.5 | 1 | |
| 94492.1 | 1 | |
| 94503.9 | 1 | |
| 94532 | 1 | |
| 94532.1 | 2 | |
| 94536.9 | 1 |
| Value | Count | Frequency (%) |
| 94536.9 | 1 | |
| 94532.1 | 2 | |
| 94532 | 1 | |
| 94503.9 | 1 | |
| 94492.1 | 1 | |
| 94458.5 | 1 | |
| 94438.1 | 1 | |
| 94433.1 | 1 | |
| 94413.9 | 1 |
ACF and PACF
target
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94566.04 |
|---|---|
| Minimum | 94413.9 |
| Maximum | 94802.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94413.9 |
|---|---|
| 5-th percentile | 94422.54 |
| Q1 | 94443.2 |
| median | 94537 |
| Q3 | 94668.2 |
| 95-th percentile | 94775.9 |
| Maximum | 94802.9 |
| Range | 389 |
| Interquartile range (IQR) | 225 |
Descriptive statistics
| Standard deviation | 140.85372 |
|---|---|
| Coefficient of variation (CV) | 0.0014894746 |
| Kurtosis | -1.2177629 |
| Mean | 94566.04 |
| Median Absolute Deviation (MAD) | 101.4 |
| Skewness | 0.5517222 |
| Sum | 945660.4 |
| Variance | 19839.769 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.2648968455 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94458.5 | 1 | |
| 94438.1 | 1 | |
| 94433.1 | 1 | |
| 94413.9 | 1 | |
| 94492.1 | 1 | |
| 94581.9 | 1 | |
| 94742.9 | 1 | |
| 94802.9 | 1 | |
| 94687.9 | 1 | |
| 94609.1 | 1 |
| Value | Count | Frequency (%) |
| 94413.9 | 1 | |
| 94433.1 | 1 | |
| 94438.1 | 1 | |
| 94458.5 | 1 | |
| 94492.1 | 1 | |
| 94581.9 | 1 | |
| 94609.1 | 1 | |
| 94687.9 | 1 | |
| 94742.9 | 1 | |
| 94802.9 | 1 |
| Value | Count | Frequency (%) |
| 94802.9 | 1 | |
| 94742.9 | 1 | |
| 94687.9 | 1 | |
| 94609.1 | 1 | |
| 94581.9 | 1 | |
| 94492.1 | 1 | |
| 94458.5 | 1 | |
| 94438.1 | 1 | |
| 94433.1 | 1 | |
| 94413.9 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19217233 |
| Minimum | 0.01890306 |
|---|---|
| Maximum | 0.77871907 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.01890306 |
|---|---|
| 5-th percentile | 0.03353386 |
| Q1 | 0.11476211 |
| median | 0.12249145 |
| Q3 | 0.19187424 |
| 95-th percentile | 0.5389749 |
| Maximum | 0.77871907 |
| Range | 0.75981601 |
| Interquartile range (IQR) | 0.077112128 |
Descriptive statistics
| Standard deviation | 0.21627791 |
|---|---|
| Coefficient of variation (CV) | 1.1254373 |
| Kurtosis | 7.6094548 |
| Mean | 0.19217233 |
| Median Absolute Deviation (MAD) | 0.045564165 |
| Skewness | 2.6394625 |
| Sum | 1.9217233 |
| Variance | 0.046776135 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.05141595 | 1 | |
| 0.24595424 | 1 | |
| 0.14254428 | 1 | |
| 0.01890306 | 1 | |
| 0.11680518 | 1 | |
| 0.20831756 | 1 | |
| 0.77871907 | 1 | |
| 0.12450833 | 1 | |
| 0.12047457 | 1 | |
| 0.11408109 | 1 |
| Value | Count | Frequency (%) |
| 0.01890306 | 1 | |
| 0.05141595 | 1 | |
| 0.11408109 | 1 | |
| 0.11680518 | 1 | |
| 0.12047457 | 1 | |
| 0.12450833 | 1 | |
| 0.14254428 | 1 | |
| 0.20831756 | 1 | |
| 0.24595424 | 1 | |
| 0.77871907 | 1 |
| Value | Count | Frequency (%) |
| 0.77871907 | 1 | |
| 0.24595424 | 1 | |
| 0.20831756 | 1 | |
| 0.14254428 | 1 | |
| 0.12450833 | 1 | |
| 0.12047457 | 1 | |
| 0.11680518 | 1 | |
| 0.11408109 | 1 | |
| 0.05141595 | 1 | |
| 0.01890306 | 1 |
sma_7
Numeric time series
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94512.526 |
|---|---|
| Minimum | 94467.386 |
| Maximum | 94535.557 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94467.386 |
|---|---|
| 5-th percentile | 94469.957 |
| Q1 | 94493.679 |
| median | 94524.521 |
| Q3 | 94534.954 |
| 95-th percentile | 94535.557 |
| Maximum | 94535.557 |
| Range | 68.171429 |
| Interquartile range (IQR) | 41.275 |
Descriptive statistics
| Standard deviation | 27.028999 |
|---|---|
| Coefficient of variation (CV) | 0.00028598325 |
| Kurtosis | -1.0703746 |
| Mean | 94512.526 |
| Median Absolute Deviation (MAD) | 11.035714 |
| Skewness | -0.7918411 |
| Sum | 945125.26 |
| Variance | 730.56679 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0 |
Histogram with fixed size bins (bins=9)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94535.55714 | 2 | |
| 94534.98571 | 1 | |
| 94534.85714 | 1 | |
| 94530.12857 | 1 | |
| 94518.91429 | 1 | |
| 94504.8 | 1 | |
| 94489.97143 | 1 | |
| 94473.1 | 1 | |
| 94467.38571 | 1 |
| Value | Count | Frequency (%) |
| 94467.38571 | 1 | |
| 94473.1 | 1 | |
| 94489.97143 | 1 | |
| 94504.8 | 1 | |
| 94518.91429 | 1 | |
| 94530.12857 | 1 | |
| 94534.85714 | 1 | |
| 94534.98571 | 1 | |
| 94535.55714 | 2 |
| Value | Count | Frequency (%) |
| 94535.55714 | 2 | |
| 94534.98571 | 1 | |
| 94534.85714 | 1 | |
| 94530.12857 | 1 | |
| 94518.91429 | 1 | |
| 94504.8 | 1 | |
| 94489.97143 | 1 | |
| 94473.1 | 1 | |
| 94467.38571 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94524.676 |
|---|---|
| Minimum | 94501.471 |
| Maximum | 94549.193 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94501.471 |
|---|---|
| 5-th percentile | 94502.757 |
| Q1 | 94513.907 |
| median | 94524.514 |
| Q3 | 94535.05 |
| 95-th percentile | 94546.83 |
| Maximum | 94549.193 |
| Range | 47.721429 |
| Interquartile range (IQR) | 21.142857 |
Descriptive statistics
| Standard deviation | 16.003228 |
|---|---|
| Coefficient of variation (CV) | 0.00016930212 |
| Kurtosis | -0.99828613 |
| Mean | 94524.676 |
| Median Absolute Deviation (MAD) | 11.778571 |
| Skewness | 0.025450218 |
| Sum | 945246.76 |
| Variance | 256.1033 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.7073727341 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94549.19286 | 1 | |
| 94543.94286 | 1 | |
| 94536.03571 | 1 | |
| 94532.09286 | 1 | |
| 94526.13571 | 1 | |
| 94522.89286 | 1 | |
| 94518.19286 | 1 | |
| 94512.47857 | 1 | |
| 94504.32857 | 1 | |
| 94501.47143 | 1 |
| Value | Count | Frequency (%) |
| 94501.47143 | 1 | |
| 94504.32857 | 1 | |
| 94512.47857 | 1 | |
| 94518.19286 | 1 | |
| 94522.89286 | 1 | |
| 94526.13571 | 1 | |
| 94532.09286 | 1 | |
| 94536.03571 | 1 | |
| 94543.94286 | 1 | |
| 94549.19286 | 1 |
| Value | Count | Frequency (%) |
| 94549.19286 | 1 | |
| 94543.94286 | 1 | |
| 94536.03571 | 1 | |
| 94532.09286 | 1 | |
| 94526.13571 | 1 | |
| 94522.89286 | 1 | |
| 94518.19286 | 1 | |
| 94512.47857 | 1 | |
| 94504.32857 | 1 | |
| 94501.47143 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94544.795 |
|---|---|
| Minimum | 94513.152 |
| Maximum | 94568.319 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94513.152 |
|---|---|
| 5-th percentile | 94516.382 |
| Q1 | 94531.504 |
| median | 94548.995 |
| Q3 | 94559.381 |
| 95-th percentile | 94566.228 |
| Maximum | 94568.319 |
| Range | 55.166667 |
| Interquartile range (IQR) | 27.877381 |
Descriptive statistics
| Standard deviation | 18.984913 |
|---|---|
| Coefficient of variation (CV) | 0.00020080336 |
| Kurtosis | -1.0894669 |
| Mean | 94544.795 |
| Median Absolute Deviation (MAD) | 13.007143 |
| Skewness | -0.49937914 |
| Sum | 945447.95 |
| Variance | 360.42692 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.9838888919 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94568.31905 | 1 | |
| 94563.67143 | 1 | |
| 94560.07143 | 1 | |
| 94557.30952 | 1 | |
| 94552.3619 | 1 | |
| 94545.62857 | 1 | |
| 94537.65714 | 1 | |
| 94529.45238 | 1 | |
| 94520.32857 | 1 | |
| 94513.15238 | 1 |
| Value | Count | Frequency (%) |
| 94513.15238 | 1 | |
| 94520.32857 | 1 | |
| 94529.45238 | 1 | |
| 94537.65714 | 1 | |
| 94545.62857 | 1 | |
| 94552.3619 | 1 | |
| 94557.30952 | 1 | |
| 94560.07143 | 1 | |
| 94563.67143 | 1 | |
| 94568.31905 | 1 |
| Value | Count | Frequency (%) |
| 94568.31905 | 1 | |
| 94563.67143 | 1 | |
| 94560.07143 | 1 | |
| 94557.30952 | 1 | |
| 94552.3619 | 1 | |
| 94545.62857 | 1 | |
| 94537.65714 | 1 | |
| 94529.45238 | 1 | |
| 94520.32857 | 1 | |
| 94513.15238 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94477.553 |
|---|---|
| Minimum | 94454.803 |
| Maximum | 94500.917 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 94454.803 |
|---|---|
| 5-th percentile | 94457.293 |
| Q1 | 94466.764 |
| median | 94477.427 |
| Q3 | 94488.285 |
| 95-th percentile | 94498.08 |
| Maximum | 94500.917 |
| Range | 46.113333 |
| Interquartile range (IQR) | 21.521667 |
Descriptive statistics
| Standard deviation | 15.067995 |
|---|---|
| Coefficient of variation (CV) | 0.00015948757 |
| Kurtosis | -1.0147496 |
| Mean | 94477.553 |
| Median Absolute Deviation (MAD) | 12.068333 |
| Skewness | 0.032671715 |
| Sum | 944775.53 |
| Variance | 227.04449 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9866926297 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 94454.80333 | 1 | |
| 94460.33667 | 1 | |
| 94465.47833 | 1 | |
| 94470.62 | 1 | |
| 94475.46833 | 1 | |
| 94479.385 | 1 | |
| 94484.29667 | 1 | |
| 94489.615 | 1 | |
| 94494.61333 | 1 | |
| 94500.91667 | 1 |
| Value | Count | Frequency (%) |
| 94454.80333 | 1 | |
| 94460.33667 | 1 | |
| 94465.47833 | 1 | |
| 94470.62 | 1 | |
| 94475.46833 | 1 | |
| 94479.385 | 1 | |
| 94484.29667 | 1 | |
| 94489.615 | 1 | |
| 94494.61333 | 1 | |
| 94500.91667 | 1 |
| Value | Count | Frequency (%) |
| 94500.91667 | 1 | |
| 94494.61333 | 1 | |
| 94489.615 | 1 | |
| 94484.29667 | 1 | |
| 94479.385 | 1 | |
| 94475.46833 | 1 | |
| 94470.62 | 1 | |
| 94465.47833 | 1 | |
| 94460.33667 | 1 | |
| 94454.80333 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.635559 |
|---|---|
| Minimum | 0.084530854 |
| Maximum | 99.583333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.084530854 |
|---|---|
| 5-th percentile | 0.0897612 |
| Q1 | 0.10752378 |
| median | 1.1305423 |
| Q3 | 47.454175 |
| 95-th percentile | 83.699405 |
| Maximum | 99.583333 |
| Range | 99.498802 |
| Interquartile range (IQR) | 47.346651 |
Descriptive statistics
| Standard deviation | 35.85003 |
|---|---|
| Coefficient of variation (CV) | 1.3984493 |
| Kurtosis | 0.27904553 |
| Mean | 25.635559 |
| Median Absolute Deviation (MAD) | 1.0402 |
| Skewness | 1.155417 |
| Sum | 256.35559 |
| Variance | 1285.2246 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 2.746283314 × 10-5 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 99.58333333 | 1 | |
| 64.28571429 | 1 | |
| 50 | 1 | |
| 1.960784314 | 1 | |
| 0.3003003003 | 1 | |
| 0.1270648031 | 1 | |
| 0.101010101 | 1 | |
| 0.09615384616 | 1 | |
| 0.08453085377 | 1 | |
| 39.81670061 | 1 |
| Value | Count | Frequency (%) |
| 0.08453085377 | 1 | |
| 0.09615384616 | 1 | |
| 0.101010101 | 1 | |
| 0.1270648031 | 1 | |
| 0.3003003003 | 1 | |
| 1.960784314 | 1 | |
| 39.81670061 | 1 | |
| 50 | 1 | |
| 64.28571429 | 1 | |
| 99.58333333 | 1 |
| Value | Count | Frequency (%) |
| 99.58333333 | 1 | |
| 64.28571429 | 1 | |
| 50 | 1 | |
| 39.81670061 | 1 | |
| 1.960784314 | 1 | |
| 0.3003003003 | 1 | |
| 0.1270648031 | 1 | |
| 0.101010101 | 1 | |
| 0.09615384616 | 1 | |
| 0.08453085377 | 1 |
ACF and PACF
rsi_14
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.546242 |
| Minimum | 6.8783069 |
|---|---|
| Maximum | 40.310078 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 6.8783069 |
|---|---|
| 5-th percentile | 12.218981 |
| Q1 | 19.603221 |
| median | 26.208048 |
| Q3 | 32.062329 |
| 95-th percentile | 37.313741 |
| Maximum | 40.310078 |
| Range | 33.431771 |
| Interquartile range (IQR) | 12.459108 |
Descriptive statistics
| Standard deviation | 9.486159 |
|---|---|
| Coefficient of variation (CV) | 0.37133286 |
| Kurtosis | 0.53454119 |
| Mean | 25.546242 |
| Median Absolute Deviation (MAD) | 7.0432993 |
| Skewness | -0.48086897 |
| Sum | 255.46242 |
| Variance | 89.987212 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 33.65155131 | 1 | |
| 32.85114326 | 1 | |
| 18.74647092 | 1 | |
| 27.30263158 | 1 | |
| 22.16288385 | 1 | |
| 29.69588551 | 1 | |
| 25.11346445 | 1 | |
| 18.75 | 1 | |
| 6.878306878 | 1 | |
| 40.31007752 | 1 |
| Value | Count | Frequency (%) |
| 6.878306878 | 1 | |
| 18.74647092 | 1 | |
| 18.75 | 1 | |
| 22.16288385 | 1 | |
| 25.11346445 | 1 | |
| 27.30263158 | 1 | |
| 29.69588551 | 1 | |
| 32.85114326 | 1 | |
| 33.65155131 | 1 | |
| 40.31007752 | 1 |
| Value | Count | Frequency (%) |
| 40.31007752 | 1 | |
| 33.65155131 | 1 | |
| 32.85114326 | 1 | |
| 29.69588551 | 1 | |
| 27.30263158 | 1 | |
| 25.11346445 | 1 | |
| 22.16288385 | 1 | |
| 18.75 | 1 | |
| 18.74647092 | 1 | |
| 6.878306878 | 1 |
rsi_21
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.517535 |
| Minimum | 21.196633 |
|---|---|
| Maximum | 38.20179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 21.196633 |
|---|---|
| 5-th percentile | 21.792119 |
| Q1 | 23.642136 |
| median | 28.039549 |
| Q3 | 32.123393 |
| 95-th percentile | 37.053126 |
| Maximum | 38.20179 |
| Range | 17.005157 |
| Interquartile range (IQR) | 8.4812568 |
Descriptive statistics
| Standard deviation | 5.7704936 |
|---|---|
| Coefficient of variation (CV) | 0.20234896 |
| Kurtosis | -0.99350572 |
| Mean | 28.517535 |
| Median Absolute Deviation (MAD) | 5.0058446 |
| Skewness | 0.39292585 |
| Sum | 285.17535 |
| Variance | 33.298597 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 26.34831461 | 1 | |
| 32.88920056 | 1 | |
| 35.64920273 | 1 | |
| 38.20179007 | 1 | |
| 29.73078424 | 1 | |
| 25.93601089 | 1 | |
| 22.87751134 | 1 | |
| 22.5199362 | 1 | |
| 21.19663259 | 1 | |
| 29.82597055 | 1 |
| Value | Count | Frequency (%) |
| 21.19663259 | 1 | |
| 22.5199362 | 1 | |
| 22.87751134 | 1 | |
| 25.93601089 | 1 | |
| 26.34831461 | 1 | |
| 29.73078424 | 1 | |
| 29.82597055 | 1 | |
| 32.88920056 | 1 | |
| 35.64920273 | 1 | |
| 38.20179007 | 1 |
| Value | Count | Frequency (%) |
| 38.20179007 | 1 | |
| 35.64920273 | 1 | |
| 32.88920056 | 1 | |
| 29.82597055 | 1 | |
| 29.73078424 | 1 | |
| 26.34831461 | 1 | |
| 25.93601089 | 1 | |
| 22.87751134 | 1 | |
| 22.5199362 | 1 | |
| 21.19663259 | 1 |
rsi_60
Real number (ℝ)
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.605459 |
| Minimum | 58.424147 |
|---|---|
| Maximum | 63.882619 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 58.424147 |
|---|---|
| 5-th percentile | 59.446318 |
| Q1 | 61.096291 |
| median | 61.49147 |
| Q3 | 62.168176 |
| 95-th percentile | 63.679119 |
| Maximum | 63.882619 |
| Range | 5.4584717 |
| Interquartile range (IQR) | 1.0718849 |
Descriptive statistics
| Standard deviation | 1.5109185 |
|---|---|
| Coefficient of variation (CV) | 0.024525724 |
| Kurtosis | 1.5826958 |
| Mean | 61.605459 |
| Median Absolute Deviation (MAD) | 0.67199695 |
| Skewness | -0.60156967 |
| Sum | 616.05459 |
| Variance | 2.2828746 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 61.49146987 | 2 | |
| 63.88261851 | 1 | |
| 62.15404891 | 1 | |
| 60.69563939 | 1 | |
| 58.42414683 | 1 | |
| 61.03662647 | 1 | |
| 62.17288472 | 1 | |
| 61.27528386 | 1 | |
| 63.43039773 | 1 |
| Value | Count | Frequency (%) |
| 58.42414683 | 1 | |
| 60.69563939 | 1 | |
| 61.03662647 | 1 | |
| 61.27528386 | 1 | |
| 61.49146987 | 2 | |
| 62.15404891 | 1 | |
| 62.17288472 | 1 | |
| 63.43039773 | 1 | |
| 63.88261851 | 1 |
| Value | Count | Frequency (%) |
| 63.88261851 | 1 | |
| 63.43039773 | 1 | |
| 62.17288472 | 1 | |
| 62.15404891 | 1 | |
| 61.49146987 | 2 | |
| 61.27528386 | 1 | |
| 61.03662647 | 1 | |
| 60.69563939 | 1 | |
| 58.42414683 | 1 |
macd_7
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -18.725836 |
|---|---|
| Minimum | -32.833911 |
| Maximum | -9.9094196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -32.833911 |
|---|---|
| 5-th percentile | -31.370804 |
| Q1 | -25.659954 |
| median | -16.498817 |
| Q3 | -10.476954 |
| 95-th percentile | -9.9976833 |
| Maximum | -9.9094196 |
| Range | 22.924491 |
| Interquartile range (IQR) | 15.183 |
Descriptive statistics
| Standard deviation | 8.9811032 |
|---|---|
| Coefficient of variation (CV) | -0.47961026 |
| Kurtosis | -1.6822501 |
| Mean | -18.725836 |
| Median Absolute Deviation (MAD) | 6.4913262 |
| Skewness | -0.39941138 |
| Sum | -187.25836 |
| Variance | 80.660214 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -10.65480364 | 1 | |
| -10.41767116 | 1 | |
| -10.10556109 | 1 | |
| -9.909419636 | 1 | |
| -13.05182357 | 1 | |
| -19.9458096 | 1 | |
| -25.94150924 | 1 | |
| -29.58256309 | 1 | |
| -32.83391081 | 1 | |
| -24.81528838 | 1 |
| Value | Count | Frequency (%) |
| -32.83391081 | 1 | |
| -29.58256309 | 1 | |
| -25.94150924 | 1 | |
| -24.81528838 | 1 | |
| -19.9458096 | 1 | |
| -13.05182357 | 1 | |
| -10.65480364 | 1 | |
| -10.41767116 | 1 | |
| -10.10556109 | 1 | |
| -9.909419636 | 1 |
| Value | Count | Frequency (%) |
| -9.909419636 | 1 | |
| -10.10556109 | 1 | |
| -10.41767116 | 1 | |
| -10.65480364 | 1 | |
| -13.05182357 | 1 | |
| -19.9458096 | 1 | |
| -24.81528838 | 1 | |
| -25.94150924 | 1 | |
| -29.58256309 | 1 | |
| -32.83391081 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -15.662018 |
|---|---|
| Minimum | -28.124869 |
| Maximum | 7.2387084 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -28.124869 |
|---|---|
| 5-th percentile | -27.746074 |
| Q1 | -26.511517 |
| median | -20.866583 |
| Q3 | -6.0570207 |
| 95-th percentile | 4.5527899 |
| Maximum | 7.2387084 |
| Range | 35.363578 |
| Interquartile range (IQR) | 20.454496 |
Descriptive statistics
| Standard deviation | 13.088367 |
|---|---|
| Coefficient of variation (CV) | -0.83567563 |
| Kurtosis | -1.0246563 |
| Mean | -15.662018 |
| Median Absolute Deviation (MAD) | 6.837403 |
| Skewness | 0.74439531 |
| Sum | -156.62018 |
| Variance | 171.30534 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 5.985429277 × 10-13 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 7.238708368 | 1 | |
| 1.270000612 | 1 | |
| -4.335270671 | 1 | |
| -11.22227061 | 1 | |
| -18.16291934 | 1 | |
| -23.57024671 | 1 | |
| -26.80792952 | 1 | |
| -28.12486933 | 1 | |
| -27.28310272 | 1 | |
| -25.62227818 | 1 |
| Value | Count | Frequency (%) |
| -28.12486933 | 1 | |
| -27.28310272 | 1 | |
| -26.80792952 | 1 | |
| -25.62227818 | 1 | |
| -23.57024671 | 1 | |
| -18.16291934 | 1 | |
| -11.22227061 | 1 | |
| -4.335270671 | 1 | |
| 1.270000612 | 1 | |
| 7.238708368 | 1 |
| Value | Count | Frequency (%) |
| 7.238708368 | 1 | |
| 1.270000612 | 1 | |
| -4.335270671 | 1 | |
| -11.22227061 | 1 | |
| -18.16291934 | 1 | |
| -23.57024671 | 1 | |
| -25.62227818 | 1 | |
| -26.80792952 | 1 | |
| -27.28310272 | 1 | |
| -28.12486933 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.0638182 |
|---|---|
| Minimum | -17.893512 |
| Maximum | 5.1110958 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -17.893512 |
|---|---|
| 5-th percentile | -15.100884 |
| Q1 | -5.7154198 |
| median | -0.32535198 |
| Q3 | 1.2012433 |
| 95-th percentile | 4.4420994 |
| Maximum | 5.1110958 |
| Range | 23.004608 |
| Interquartile range (IQR) | 6.9166631 |
Descriptive statistics
| Standard deviation | 7.2382284 |
|---|---|
| Coefficient of variation (CV) | -2.3624863 |
| Kurtosis | 0.53412784 |
| Mean | -3.0638182 |
| Median Absolute Deviation (MAD) | 4.5876226 |
| Skewness | -1.0568784 |
| Sum | -30.638182 |
| Variance | 52.391951 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0141680425 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -17.89351201 | 1 | |
| -11.68767177 | 1 | |
| -5.770290423 | 1 | |
| 1.31285097 | 1 | |
| 5.111095772 | 1 | |
| 3.624437108 | 1 | |
| 0.8664202711 | 1 | |
| -1.457693762 | 1 | |
| -5.550808094 | 1 | |
| 0.8069897957 | 1 |
| Value | Count | Frequency (%) |
| -17.89351201 | 1 | |
| -11.68767177 | 1 | |
| -5.770290423 | 1 | |
| -5.550808094 | 1 | |
| -1.457693762 | 1 | |
| 0.8069897957 | 1 | |
| 0.8664202711 | 1 | |
| 1.31285097 | 1 | |
| 3.624437108 | 1 | |
| 5.111095772 | 1 |
| Value | Count | Frequency (%) |
| 5.111095772 | 1 | |
| 3.624437108 | 1 | |
| 1.31285097 | 1 | |
| 0.8664202711 | 1 | |
| 0.8069897957 | 1 | |
| -1.457693762 | 1 | |
| -5.550808094 | 1 | |
| -5.770290423 | 1 | |
| -11.68767177 | 1 | |
| -17.89351201 | 1 |
ACF and PACF
obv_7
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19217233 |
| Minimum | 0.01890306 |
|---|---|
| Maximum | 0.77871907 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.01890306 |
|---|---|
| 5-th percentile | 0.03353386 |
| Q1 | 0.11476211 |
| median | 0.12249145 |
| Q3 | 0.19187424 |
| 95-th percentile | 0.5389749 |
| Maximum | 0.77871907 |
| Range | 0.75981601 |
| Interquartile range (IQR) | 0.077112128 |
Descriptive statistics
| Standard deviation | 0.21627791 |
|---|---|
| Coefficient of variation (CV) | 1.1254373 |
| Kurtosis | 7.6094548 |
| Mean | 0.19217233 |
| Median Absolute Deviation (MAD) | 0.045564165 |
| Skewness | 2.6394625 |
| Sum | 1.9217233 |
| Variance | 0.046776135 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.05141595 | 1 | |
| 0.24595424 | 1 | |
| 0.14254428 | 1 | |
| 0.01890306 | 1 | |
| 0.11680518 | 1 | |
| 0.20831756 | 1 | |
| 0.77871907 | 1 | |
| 0.12450833 | 1 | |
| 0.12047457 | 1 | |
| 0.11408109 | 1 |
| Value | Count | Frequency (%) |
| 0.01890306 | 1 | |
| 0.05141595 | 1 | |
| 0.11408109 | 1 | |
| 0.11680518 | 1 | |
| 0.12047457 | 1 | |
| 0.12450833 | 1 | |
| 0.14254428 | 1 | |
| 0.20831756 | 1 | |
| 0.24595424 | 1 | |
| 0.77871907 | 1 |
| Value | Count | Frequency (%) |
| 0.77871907 | 1 | |
| 0.24595424 | 1 | |
| 0.20831756 | 1 | |
| 0.14254428 | 1 | |
| 0.12450833 | 1 | |
| 0.12047457 | 1 | |
| 0.11680518 | 1 | |
| 0.11408109 | 1 | |
| 0.05141595 | 1 | |
| 0.01890306 | 1 |
Interactions
Correlations
| close | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv_7 | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.914 | 0.892 | 0.912 | -0.292 | 0.936 | -0.407 | 0.810 | 0.432 | 0.802 | 0.366 | 0.906 | 0.839 | 0.839 | -0.839 | 0.796 | -0.875 | -0.407 | -0.839 |
| high | 0.914 | 1.000 | 0.909 | 0.862 | -0.283 | 0.972 | -0.185 | 0.916 | 0.492 | 0.714 | 0.247 | 0.899 | 0.911 | 0.911 | -0.911 | 0.867 | -0.825 | -0.185 | -0.911 |
| low | 0.892 | 0.909 | 1.000 | 0.858 | -0.327 | 0.908 | -0.179 | 0.963 | 0.235 | 0.605 | 0.204 | 0.753 | 0.982 | 0.982 | -0.982 | 0.935 | -0.809 | -0.179 | -0.982 |
| macd_7 | 0.912 | 0.862 | 0.858 | 1.000 | -0.103 | 0.867 | -0.248 | 0.793 | 0.285 | 0.915 | 0.122 | 0.770 | 0.806 | 0.806 | -0.806 | 0.851 | -0.964 | -0.248 | -0.806 |
| macdhist_7 | -0.292 | -0.283 | -0.327 | -0.103 | 1.000 | -0.382 | -0.042 | -0.378 | -0.079 | -0.018 | -0.705 | -0.479 | -0.394 | -0.394 | 0.394 | -0.353 | 0.152 | -0.042 | 0.394 |
| macdsignal_7 | 0.936 | 0.972 | 0.908 | 0.867 | -0.382 | 1.000 | -0.200 | 0.909 | 0.442 | 0.709 | 0.255 | 0.915 | 0.915 | 0.915 | -0.915 | 0.875 | -0.867 | -0.200 | -0.915 |
| obv_7 | -0.407 | -0.185 | -0.179 | -0.248 | -0.042 | -0.200 | 1.000 | 0.018 | -0.212 | -0.285 | -0.419 | -0.236 | -0.042 | -0.042 | 0.042 | 0.091 | 0.321 | 1.000 | 0.042 |
| open | 0.810 | 0.916 | 0.963 | 0.793 | -0.378 | 0.909 | 0.018 | 1.000 | 0.195 | 0.537 | 0.119 | 0.738 | 0.994 | 0.994 | -0.994 | 0.969 | -0.756 | 0.018 | -0.994 |
| rsi_14 | 0.432 | 0.492 | 0.235 | 0.285 | -0.079 | 0.442 | -0.212 | 0.195 | 1.000 | 0.345 | 0.432 | 0.624 | 0.212 | 0.212 | -0.212 | 0.079 | -0.212 | -0.212 | -0.212 |
| rsi_21 | 0.802 | 0.714 | 0.605 | 0.915 | -0.018 | 0.709 | -0.285 | 0.537 | 0.345 | 1.000 | 0.195 | 0.733 | 0.539 | 0.539 | -0.539 | 0.632 | -0.879 | -0.285 | -0.539 |
| rsi_60 | 0.366 | 0.247 | 0.204 | 0.122 | -0.705 | 0.255 | -0.419 | 0.119 | 0.432 | 0.195 | 1.000 | 0.529 | 0.158 | 0.158 | -0.158 | 0.058 | -0.085 | -0.419 | -0.158 |
| rsi_7 | 0.906 | 0.899 | 0.753 | 0.770 | -0.479 | 0.915 | -0.236 | 0.738 | 0.624 | 0.733 | 0.529 | 1.000 | 0.745 | 0.745 | -0.745 | 0.705 | -0.733 | -0.236 | -0.745 |
| sma_14 | 0.839 | 0.911 | 0.982 | 0.806 | -0.394 | 0.915 | -0.042 | 0.994 | 0.212 | 0.539 | 0.158 | 0.745 | 1.000 | 1.000 | -1.000 | 0.960 | -0.770 | -0.042 | -1.000 |
| sma_21 | 0.839 | 0.911 | 0.982 | 0.806 | -0.394 | 0.915 | -0.042 | 0.994 | 0.212 | 0.539 | 0.158 | 0.745 | 1.000 | 1.000 | -1.000 | 0.960 | -0.770 | -0.042 | -1.000 |
| sma_60 | -0.839 | -0.911 | -0.982 | -0.806 | 0.394 | -0.915 | 0.042 | -0.994 | -0.212 | -0.539 | -0.158 | -0.745 | -1.000 | -1.000 | 1.000 | -0.960 | 0.770 | 0.042 | 1.000 |
| sma_7 | 0.796 | 0.867 | 0.935 | 0.851 | -0.353 | 0.875 | 0.091 | 0.969 | 0.079 | 0.632 | 0.058 | 0.705 | 0.960 | 0.960 | -0.960 | 1.000 | -0.815 | 0.091 | -0.960 |
| target | -0.875 | -0.825 | -0.809 | -0.964 | 0.152 | -0.867 | 0.321 | -0.756 | -0.212 | -0.879 | -0.085 | -0.733 | -0.770 | -0.770 | 0.770 | -0.815 | 1.000 | 0.321 | 0.770 |
| volume | -0.407 | -0.185 | -0.179 | -0.248 | -0.042 | -0.200 | 1.000 | 0.018 | -0.212 | -0.285 | -0.419 | -0.236 | -0.042 | -0.042 | 0.042 | 0.091 | 0.321 | 1.000 | 0.042 |
| window_start_ms | -0.839 | -0.911 | -0.982 | -0.806 | 0.394 | -0.915 | 0.042 | -0.994 | -0.212 | -0.539 | -0.158 | -0.745 | -1.000 | -1.000 | 1.000 | -0.960 | 0.770 | 0.042 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746547320000 | 1746547320000 | 94537.00 | 94537.00 | 94536.90 | 94536.90 | 94458.50 | 0.05 | 94534.99 | 94549.19 | 94568.32 | 94454.80 | 99.58 | 33.65 | 26.35 | 63.88 | -10.65 | 7.24 | -17.89 | 0.05 |
| 1746547380000 | 1746547380000 | 94537.00 | 94537.00 | 94532.00 | 94532.00 | 94438.10 | 0.25 | 94535.56 | 94543.94 | 94563.67 | 94460.34 | 64.29 | 32.85 | 32.89 | 62.15 | -10.42 | 1.27 | -11.69 | 0.25 |
| 1746547440000 | 1746547440000 | 94532.10 | 94532.10 | 94532.00 | 94532.10 | 94433.10 | 0.14 | 94535.56 | 94536.04 | 94560.07 | 94465.48 | 50.00 | 18.75 | 35.65 | 61.49 | -10.11 | -4.34 | -5.77 | 0.14 |
| 1746547500000 | 1746547500000 | 94532.00 | 94532.10 | 94532.00 | 94532.10 | 94413.90 | 0.02 | 94534.86 | 94532.09 | 94557.31 | 94470.62 | 1.96 | 27.30 | 38.20 | 61.49 | -9.91 | -11.22 | 1.31 | 0.02 |
| 1746547560000 | 1746547560000 | 94532.00 | 94532.10 | 94503.80 | 94503.90 | 94492.10 | 0.12 | 94530.13 | 94526.14 | 94552.36 | 94475.47 | 0.30 | 22.16 | 29.73 | 60.70 | -13.05 | -18.16 | 5.11 | 0.12 |
| 1746547620000 | 1746547620000 | 94503.90 | 94503.90 | 94458.40 | 94458.50 | 94581.90 | 0.21 | 94518.91 | 94522.89 | 94545.63 | 94479.39 | 0.13 | 29.70 | 25.94 | 58.42 | -19.95 | -23.57 | 3.62 | 0.21 |
| 1746547680000 | 1746547680000 | 94456.00 | 94456.00 | 94433.00 | 94438.10 | 94742.90 | 0.78 | 94504.80 | 94518.19 | 94537.66 | 94484.30 | 0.10 | 25.11 | 22.88 | 61.04 | -25.94 | -26.81 | 0.87 | 0.78 |
| 1746547740000 | 1746547740000 | 94438.00 | 94438.00 | 94433.00 | 94433.10 | 94802.90 | 0.12 | 94489.97 | 94512.48 | 94529.45 | 94489.61 | 0.10 | 18.75 | 22.52 | 62.17 | -29.58 | -28.12 | -1.46 | 0.12 |
| 1746547800000 | 1746547800000 | 94433.00 | 94433.00 | 94413.80 | 94413.90 | 94687.90 | 0.12 | 94473.10 | 94504.33 | 94520.33 | 94494.61 | 0.08 | 6.88 | 21.20 | 61.28 | -32.83 | -27.28 | -5.55 | 0.12 |
| 1746547860000 | 1746547860000 | 94413.80 | 94492.10 | 94413.80 | 94492.10 | 94609.10 | 0.11 | 94467.39 | 94501.47 | 94513.15 | 94500.92 | 39.82 | 40.31 | 29.83 | 63.43 | -24.82 | -25.62 | 0.81 | 0.11 |
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746547320000 | 1746547320000 | 94537.00 | 94537.00 | 94536.90 | 94536.90 | 94458.50 | 0.05 | 94534.99 | 94549.19 | 94568.32 | 94454.80 | 99.58 | 33.65 | 26.35 | 63.88 | -10.65 | 7.24 | -17.89 | 0.05 |
| 1746547380000 | 1746547380000 | 94537.00 | 94537.00 | 94532.00 | 94532.00 | 94438.10 | 0.25 | 94535.56 | 94543.94 | 94563.67 | 94460.34 | 64.29 | 32.85 | 32.89 | 62.15 | -10.42 | 1.27 | -11.69 | 0.25 |
| 1746547440000 | 1746547440000 | 94532.10 | 94532.10 | 94532.00 | 94532.10 | 94433.10 | 0.14 | 94535.56 | 94536.04 | 94560.07 | 94465.48 | 50.00 | 18.75 | 35.65 | 61.49 | -10.11 | -4.34 | -5.77 | 0.14 |
| 1746547500000 | 1746547500000 | 94532.00 | 94532.10 | 94532.00 | 94532.10 | 94413.90 | 0.02 | 94534.86 | 94532.09 | 94557.31 | 94470.62 | 1.96 | 27.30 | 38.20 | 61.49 | -9.91 | -11.22 | 1.31 | 0.02 |
| 1746547560000 | 1746547560000 | 94532.00 | 94532.10 | 94503.80 | 94503.90 | 94492.10 | 0.12 | 94530.13 | 94526.14 | 94552.36 | 94475.47 | 0.30 | 22.16 | 29.73 | 60.70 | -13.05 | -18.16 | 5.11 | 0.12 |
| 1746547620000 | 1746547620000 | 94503.90 | 94503.90 | 94458.40 | 94458.50 | 94581.90 | 0.21 | 94518.91 | 94522.89 | 94545.63 | 94479.39 | 0.13 | 29.70 | 25.94 | 58.42 | -19.95 | -23.57 | 3.62 | 0.21 |
| 1746547680000 | 1746547680000 | 94456.00 | 94456.00 | 94433.00 | 94438.10 | 94742.90 | 0.78 | 94504.80 | 94518.19 | 94537.66 | 94484.30 | 0.10 | 25.11 | 22.88 | 61.04 | -25.94 | -26.81 | 0.87 | 0.78 |
| 1746547740000 | 1746547740000 | 94438.00 | 94438.00 | 94433.00 | 94433.10 | 94802.90 | 0.12 | 94489.97 | 94512.48 | 94529.45 | 94489.61 | 0.10 | 18.75 | 22.52 | 62.17 | -29.58 | -28.12 | -1.46 | 0.12 |
| 1746547800000 | 1746547800000 | 94433.00 | 94433.00 | 94413.80 | 94413.90 | 94687.90 | 0.12 | 94473.10 | 94504.33 | 94520.33 | 94494.61 | 0.08 | 6.88 | 21.20 | 61.28 | -32.83 | -27.28 | -5.55 | 0.12 |
| 1746547860000 | 1746547860000 | 94413.80 | 94492.10 | 94413.80 | 94492.10 | 94609.10 | 0.11 | 94467.39 | 94501.47 | 94513.15 | 94500.92 | 39.82 | 40.31 | 29.83 | 63.43 | -24.82 | -25.62 | 0.81 | 0.11 |